Mastering AI/ML Details and Use Cases with an entrepreneurial eye toward visualizing what can be. Oil and Gas C-level Executive with 20 years' experience. Finance, Leadership, and Data: Unleashing Efficiency and Innovation using cutting edge technologies. As an experienced Oil Patch participant, I am passionate to transform from traditional technologies and methods to AI and Machine Learning (ML) Powered solutions with Large Language Models (LLMs) embedded into the Platform. The goal is to bring lightning fast processing of vast amounts of data and combining them using ML to extract new variables and patterns across data types not easily recognized in any manual process. Being an Engineer, a businessman and now a Data Scientists, I'm inclined toward the technically minded constituents in the O&G industry. Geologists, Geoscientists, Geophysicists, Petroleum Engineers, Owners/Operators, A&D due diligence teams, and Prospectors. Career Highlights: Originated, negotiated, and closed a $75M mezzanine credit facility on profitable terms with Oaktree Capital Management. Drove zero production to gross oil production of 3,200 barrels per day and bankable 3rd party appraisal of $220M, within 2 years. Introduced an innovative and profitable securities product for accredited investors, generating $8M revenue by year two. Specialties: Data Science, Finance, Entrepreneurship, Organizational Strategy, Startups, bleeding edge technologies born from Statistical and AI/ML methodologies, looking toward agentic LLM's and Quantum Computing resources to flatten the wait time for sophisticated analyses to produce actionable insights for the Oil and Gas industry at large. Technical Skills: Python, R, MS Excel Office365, Python Applications in Finance, Pandas, NumPy, matplotlib, Seaborn, Scikit-learn, Machine learning: K-Nearest Neighbors, Support Vector Machines (SVM), Support Vector Regression (SVR), APIs, Scikit-learn, Logistic Regression, Recurrent Neural Networks, Artificial Neural Networks (ANN), Decision Trees, Random Forests, TensorFlow, and Keras, among others, Connect with me today at tgarner@pinn-ai.com to see the future unfolding in the New O&G subsurface analysis paradigm shift happen, today.
Listed skills include Mergers And Acquisitions, Due Diligence, Business Development, Management, and 12 others.